Now

What I'm focused on now.

A simple, editable snapshot of current interests, learning threads, and active writing themes.

Building AI products

Exploring how AI capabilities move from demos into dependable product workflows.

Learning MLOps and agentic systems

Studying evaluation, observability, deployment patterns, and the operating discipline behind AI systems.

Exploring AWS Bedrock and knowledge bases

Working through retrieval, source quality, access patterns, and practical enterprise use cases.

Training future product managers

Helping product thinkers build stronger judgment around discovery, delivery, communication, and outcomes.

Writing about practical technology leadership

Turning current learning into notes that can be useful for people building products and teams.